Whether (REF ) holds, perhaps only
approximately, depends on
properties of \(\pi \)  such as
decay of dependence and conditional independence.
These properties are fairly common when filtering
spatially distributed processes since they encode an
intuitive
notion
of local probabilistic interaction between
the random variables
[1]}, [2]}.
